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Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
2301	Lightning Network MCP Server ⚡ Claim 2 Enables AI models to interact with the Lightning Network by providing an MCP-co…	B 78 ⁵⁄₅	◉ ⏳	92	68	—	37	80	100
2302	lucid-mcp Claim AI-native data analysis agent as an MCP Server. Connect your Excel files, CSVs…	B 78 ⁵⁄₄	◉ ⏳	76	61	N/A	59	92	98
2303	Blawx MCP Server Claim Enables interaction with the Blawx API to discover project ontologies, ask ques…	B 78 ⁵⁄₅	◉ ⏳	84	72	—	45	81	98
2304	Neo4j Agent Memory MCP Server ⚡ Claim 1 Enables AI agents to store, retrieve, and connect information in a Neo4j graph …	B 78 ⁵⁄₅	◉ ⏳	94	58	—	56	82	91
2305	MCP Gitlab ⚡ Claim Secure MCP server for GitLab projects, merge requests, issues, and pipelines	B 78 ⁵⁄₅	◉ ⏳	66	82	N/A	51	95	94
2306	Graph based reasoning Claim Enable advanced AI reasoning workflows using graph-based thought representation…	B 78 ⁵⁄₄	◉ ⏳	94	58	N/A	37	95	93
2307	PRD Generator MCP Server Claim Reads README files from the file system and automatically generates structured …	B 78 ⁵⁄₅	◉ ⏳	90	100	N/A	33	95	51
2308	Vale MCP Server Claim Integrates Vale prose linting into AI coding assistants, enabling users to chec…	B 78 ⁵⁄₅	◉ ⏳	72	75	N/A	46	95	96
2309	Debug-MCP ⚡ Claim Enables AI assistants to perform interactive Python debugging with breakpoints,…	B 78 ⁵⁄₄	◉ ⏳	92	53	N/A	50	95	94
2310	musclesworked-mcp ⚡ Claim Exercise-to-muscle mapping MCP server. Look up muscles worked by 856 exercises …	B 78 ⁵⁄₄	◉ ⏳	72	76	—	56	83	100
2311	Unreal Engine Code Analyzer MCP Server ⚡ Claim Provides deep source code analysis for Unreal Engine codebases, allowing AI ass…	B 78 ⁵⁄₅	◉ ⏳	86	68	—	47	81	99
2312	Vision MCP Server ⚡ Claim Enables vision capabilities for any AI model by routing image analysis requests…	B 78 ⁵⁄₅	◉ ⏳	86	72	—	46	81	95
2313	mcp-utils ⚡ Claim 3 MCP server for address derivation and encoding utilities across multiple blockc…	B 78 ⁶⁄₄	◉ ⏳	81	76	93	37	83	84
2314	China Festival MCP Server ⚡ Claim Provides Chinese holiday information, lunar calendar conversion, traditional fe…	B 78 ⁵⁄₅	◉ ⏳	84	82	—	57	81	80
2315	mcp-gateway ⚡ Claim Acts as an intermediary between LLMs and other MCP servers, centralizing manage…	B 78 ⁵⁄₄	◉ ⏳	96	33	N/A	74	91	98
2316	protocols-io-mcp-server ⚡ Claim An MCP server that enables MCP clients like Claude Desktop to interact with dat…	B 78 ⁵⁄₅	◉ ⏳	72	70	N/A	72	81	97
2317	context-harness Claim Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…	B 78 ⁵⁄₄	◉ ⏳	90	30	N/A	82	94	96
2318	chart-canvas ⚡ Claim Create interactive visualizations and query data sources (SQLite, CSV, Parquet,…	B 78 ⁵⁄₄	◉ ⏳	90	56	N/A	44	95	95
2319	mcp-server-pacman ⚡ Claim 1 mcp-server-pacman	B 78 ⁵⁄₅	◉ ⏳	94	100	—	61	81	40
2320	USCardForum MCP Server Claim Enables interaction with USCardForum, a Discourse-based community focused on US…	B 78 ⁵⁄₅	◉ ⏳	72	100	—	29	81	95
2321	Plex MCP Server ⚡ Claim Enables search, browsing, and management of Plex media libraries including movi…	B 78 ⁵⁄₅	◉ ⏳	92	66	—	54	77	94
2322	ios-simulator-mcp ⚡ Claim A Model Context Protocol (MCP) server for interacting with iOS simulators. This…	B 78 ⁵⁄₄	◉ ⏳	62	63	N/A	86	89	98
2323	Advanced PocketBase MCP Server ⚡ Claim A comprehensive server that enables sophisticated interactions with PocketBase …	B 78 ⁵⁄₅	◉ ⏳	92	68	—	65	76	85
2324	postgres-scout-mcp Claim Scout your PostgreSQL databases with AI - safety features, monitoring, and data…	B 78 ⁵⁄₄	◉ ⏳	80	65	N/A	50	95	93
2325	matlab-mcp-server ⚡ Claim Matlab MCP Server in python	B 78 ⁵⁄₄	◉ ⏳	86	58	N/A	54	95	92
2326	NEAR MCP ⚡ Claim Interact with the NEAR blockchain through MCP calls	B 78 ⁵⁄₅	◉ ⏳	86	58	—	76	78	95
2327	Up Banking MCP Server ⚡ Claim Enables integration with Up Banking API to query account balances, transaction …	B 78 ⁵⁄₅	◉ ⏳	90	65	—	44	81	100
2328	IBM Maximo ⚡ Claim 1 Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbo…	B 78 ⁵⁄₅	◉ ⏳	94	83	N/A	70	78	56
2329	sample-agentic-ai-web Claim This project demonstrates how to use AWS Bedrock with Anthropic Claude and Amaz…	B 78 ⁵⁄₄	◉ ⏳	96	50	N/A	50	95	90
2330	mcp-rpn ⚡ Claim MCP server that exposes an RPN calculator	B 78 ⁴⁄₄	◉ ⏳	64	N/A	N/A	49	95	99
2331	Nagoya Bus MCP ⚡ Claim Provides access to Nagoya bus system information and schedules. Enables users t…	B 78 ⁵⁄₄	◉ ⏳	68	58	N/A	72	95	100
2332	xc-mcp ⚡ Claim 1 XCode CLI MCP: Convenience wrapper for Xcode CLI tools & iOS Simulator. Progres…	B 78 ⁵⁄₅	◉ ⏳	66	82	N/A	56	95	88
2333	w3ledger-mcp-server ⚡ Claim Self-verifying ledger MCP server with dual-signed transactions, gift cards, spo…	B 78 ⁵⁄₅	◉ ⏳	78	66	—	69	82	93
2334	pentest-mcp-server ⚡ Claim MCP server for penetration testing	B 78 ⁵⁄₅	◉ ⏳	92	61	N/A	49	81	98
2335	w3c-mcp ⚡ Claim 2 MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assist…	B 78 ⁵⁄₅	◉ ⏳	79	66	—	66	84	96
2336	optuna-mcp ⚡ Claim Official MCP server enabling seamless orchestration of hyperparameter search an…	B 78 ⁵⁄₄	◉ ⏳	78	61	N/A	81	87	88
2337	Bakery Data MCP Server ⚡ Claim Provides access to bakery POS transaction data, product catalogs, and sales ana…	B 78 ⁵⁄₅	◉ ⏳	78	100	N/A	21	95	77
2338	OpenWeatherMap MCP Server ⚡ Claim Provides weather data integration using the OpenWeatherMap API, enabling users …	B 78 ⁵⁄₅	◉ ⏳	86	57	—	69	81	99
2339	mcp-registry-mcp-server ⚡ Claim 1 MCP server for querying the official MCP registry.	B 78 ⁵⁄₅	◉ ⏳	57	100	N/A	49	95	85
2340	MCP Server ⚡ Claim A Python backend implementing the Model Context Protocol with Azure OpenAI inte…	B 78 ⁵⁄₅	◉ ⏳	84	75	—	40	81	100
2341	Contentrain MCP Server ⚡ Claim 3 Enables AI agents to manage Contentrain CMS content, models, and assets with au…	B 78 ⁵⁄₅	◉ ⏳	73	100	N/A	50	75	84
2342	Weather & Stock Data Server Claim Provide real-time stock prices, historical stock data, stock-related news, and …	B 78 ⁵⁄₄	◉ ⏳	84	68	N/A	47	89	94
2343	Lookup-Domain ⚡ Claim 1 A Model Context Protocol (MCP) server that provides comprehensive domain name r…	B 78 ⁶⁄₄	◉ ⏳	78	66	87	45	95	91
2344	zhook-mcp-server ⚡ Claim 1 Create Hooks: Create new webhooks or MQTTHOOKS directly from your agent. List H…	B 78 ⁵⁄₅	◉ ⏳	88	67	—	51	78	97
2345	RescueTime MCP Server ⚡ Claim Enables comprehensive access to RescueTime productivity data and features throu…	B 78 ⁵⁄₅	◉ ⏳	80	77	—	46	82	95
2346	par5-mcp ⚡ Claim Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…	B 78 ⁵⁄₅	◉ ⏳	49	100	N/A	55	95	87
2347	Strava MCP Server ⚡ Claim 1 Integrates with the Strava API to allow AI assistants to access fitness data in…	B 78 ⁵⁄₅	◉ ⏳	90	61	—	48	82	100
2348	npm-search-mcp Claim Search npm packages, get live registry data, and compare alternatives. No API k…	B 78 ⁵⁄₄	◉ ⏳	76	65	N/A	58	94	96
2349	iMessage MCP Server Claim Enables Claude to read and search through iMessage, SMS, and RCS conversations,…	B 78 ⁵⁄₅	◉ ⏳	78	75	N/A	44	95	90
2350	MCP Etherscan Server Claim 1 Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …	B 78 ⁵⁄₅	◉ ⏳	94	62	—	43	82	100

Showing 2301–2350 of 68965 servers

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